"""Running an experiment on feature extraction method.

The script carries out a 10-fold cross-validation, as well as an evaluation on

held-out data. It also stores the trained model to the models/ directory. HTML

reports for debugging purposes are exported to reports/.

Example:

python run_experiments.py --extractors=nchar

"""

import sys

import gflags

import settings

import extractors

import models

import utils

import experiments

import unicodecsv as csv

from os import path

gflags.DEFINE_string("extractors",

"nchar,char,nsumchar,sumchar,cont_bigram,cont_match",

"Extractors to use for experiemnt")

gflags.DEFINE_string("reports_dir", "reports", "Directory to store reports.")

gflags.DEFINE_string("report_template", "html/exp_report.html",

"Template for error analysis.")

gflags.DEFINE_string("cv_data_loc_template", "data/TRAIN SET/{}.cv.txt",

"Template for cross validation data location. Later call"

" .format.")

gflags.DEFINE_string("hd_data_loc_template", "data/TRAIN SET/{}.holdout.txt",

"Template for held-out data location. Later call .format.")

def LoadCVData():

return data

def LoadHDData():

return data

def main():

new_experiment.ExportReport(report_loc)

if __name__ == "__main__":

main()